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Context-Based Normalization of Histological Stains Using Deep Convolutional Features 基于上下文的基于深度卷积特征的组织学染色归一化
DLMIA/ML-CDS@MICCAI Pub Date : 2017-08-14 DOI: 10.1007/978-3-319-67558-9_16
Daniel Bug, Steffen Schneider, A. Grote, E. Oswald, F. Feuerhake, J. Schüler, D. Merhof
{"title":"Context-Based Normalization of Histological Stains Using Deep Convolutional Features","authors":"Daniel Bug, Steffen Schneider, A. Grote, E. Oswald, F. Feuerhake, J. Schüler, D. Merhof","doi":"10.1007/978-3-319-67558-9_16","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_16","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127788358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
ssEMnet: Serial-Section Electron Microscopy Image Registration Using a Spatial Transformer Network with Learned Features ssEMnet:使用具有学习特征的空间变换网络的串行切片电子显微镜图像配准
DLMIA/ML-CDS@MICCAI Pub Date : 2017-07-25 DOI: 10.1007/978-3-319-67558-9_29
Inwan Yoo, David Grant Colburn Hildebrand, William F Tobin, W. Lee, W. Jeong
{"title":"ssEMnet: Serial-Section Electron Microscopy Image Registration Using a Spatial Transformer Network with Learned Features","authors":"Inwan Yoo, David Grant Colburn Hildebrand, William F Tobin, W. Lee, W. Jeong","doi":"10.1007/978-3-319-67558-9_29","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_29","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132795500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 50
Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks 快速，简单的钙成像分割与全卷积网络
DLMIA/ML-CDS@MICCAI Pub Date : 2017-07-19 DOI: 10.1007/978-3-319-67558-9_33
Aleksander Klibisz, Derek C. Rose, Matthew R. Eicholtz, J. Blundon, Stanislav S Zakharenko
{"title":"Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks","authors":"Aleksander Klibisz, Derek C. Rose, Matthew R. Eicholtz, J. Blundon, Stanislav S Zakharenko","doi":"10.1007/978-3-319-67558-9_33","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_33","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"33 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114134183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 30
Transitioning Between Convolutional and Fully Connected Layers in Neural Networks 神经网络中卷积层与全连通层之间的转换
DLMIA/ML-CDS@MICCAI Pub Date : 2017-07-18 DOI: 10.1007/978-3-319-67558-9_17
Shazia Akbar, Mohammad Peikari, Sherine Salama, S. Nofech-Mozes, Anne L. Martel
{"title":"Transitioning Between Convolutional and Fully Connected Layers in Neural Networks","authors":"Shazia Akbar, Mohammad Peikari, Sherine Salama, S. Nofech-Mozes, Anne L. Martel","doi":"10.1007/978-3-319-67558-9_17","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_17","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130661211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 20
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-Rays SCAN:用于胸部x射线器官分割的结构校正对抗网络
DLMIA/ML-CDS@MICCAI Pub Date : 2017-03-26 DOI: 10.1007/978-3-030-00889-5_30
Wei Dai, Nanqing Dong, Zeya Wang, Xiaodan Liang, H. Zhang, E. Xing
{"title":"SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-Rays","authors":"Wei Dai, Nanqing Dong, Zeya Wang, Xiaodan Liang, H. Zhang, E. Xing","doi":"10.1007/978-3-030-00889-5_30","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_30","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"39 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133106732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 152
3D Randomized Connection Network with Graph-Based Inference 基于图推理的三维随机连接网络
DLMIA/ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-67558-9_6
Siqi Bao, Pei Wang, Albert C. S. Chung
{"title":"3D Randomized Connection Network with Graph-Based Inference","authors":"Siqi Bao, Pei Wang, Albert C. S. Chung","doi":"10.1007/978-3-319-67558-9_6","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_6","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"135 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134560474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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